We are trying to implement an AI billing tool that requires our project managers to log their daily field updates into a new mobile app, but they are resisting and complaining that the technology is too complicated. How do we transition these stubborn managers without causing a mutiny or hurting our billing cycle?

Question

Tyler Smith · Accepted Answer

When employees resist a new operational tool, it is rarely because they are lazy. More often, they are paralyzed by a fear of looking incompetent in front of their peers, or they do not understand how the new workflow fits into their daily routine. To transition your project managers smoothly, you must design a training process based on Kolb's Experiential Learning Theory. Do not simply hand them a user manual and expect them to comply. Instead, guide them through a hands on learning cycle that builds confidence. Start with Concrete Experience by having a manager walk through the new app during a live, low stakes training session. Let them enter a fake project and see how the data flows. Next, encourage Reflective Observation by asking them what felt clunky or confusing about the interface. Use their feedback to simplify your internal prompts and workflow instructions, then move to Active Experimentation. Have your managers use the tool on just one real project for two weeks while keeping their old spreadsheet backup active. Once they see that the AI tool actually saves them time and eliminates double entry, they will naturally want to fully adopt the new process. This hands on, phased approach eliminates resistance and ensures your operational data remains clean.